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Van Lam
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Automatic phase aberration compensation for digital holographic microscopy based on deep learning background detection
T Nguyen, V Bui, V Lam, CB Raub, LC Chang, G Nehmetallah
Optics express 25 (13), 15043-15057, 2017
2062017
Quantitative assessment of cancer cell morphology and motility using telecentric digital holographic microscopy and machine learning
VK Lam, TC Nguyen, BM Chung, G Nehmetallah, CB Raub
Cytometry Part A 93 (3), 334-345, 2018
752018
Quantitative scoring of epithelial and mesenchymal qualities of cancer cells using machine learning and quantitative phase imaging
VK Lam, TC Nguyen, V Bui, BM Chung, LC Chang, G Nehmetallah, ...
Journal of biomedical optics 25 (2), 026002, 2020
392020
Machine learning with optical phase signatures for phenotypic profiling of cell lines
VK Lam, T Nguyen, T Phan, BM Chung, G Nehmetallah, CB Raub
Cytometry Part A 95 (7), 757-768, 2019
312019
Keratin 19 maintains E-cadherin localization at the cell surface and stabilizes cell-cell adhesion of MCF7 cells
S Alsharif, P Sharma, K Bursch, R Milliken, V Lam, A Fallatah, T Phan, ...
Cell adhesion & migration 15 (1), 1-17, 2021
152021
Morphology, motility, and cytoskeletal architecture of breast cancer cells depend on keratin 19 and substrate
VK Lam, P Sharma, T Nguyen, G Nehmetallah, CB Raub, BM Chung
Cytometry Part A 97 (11), 1145-1155, 2020
122020
Virtual organelle self-coding for fluorescence imaging via adversarial learning
T Nguyen, V Bui, A Thai, V Lam, CB Raub, LC Chang, G Nehmetallah
Journal of biomedical optics 25 (9), 096009-096009, 2020
122020
Dual-modality digital holographic and polarization microscope to quantify phase and birefringence signals in biospecimens with a complex microstructure
VK Lam, T Phan, K Ly, X Luo, G Nehmetallah, CB Raub
Biomedical Optics Express 13 (2), 805-823, 2022
82022
Tracking single cells motility on different substrates
P Sharma, VK Lam, CB Raub, BM Chung
Methods and protocols 3 (3), 56, 2020
72020
Morphology
V Lam, P Sharma, T Nguyen, G Nehmetallah, C Raub, BM Chung
Motility, and Cytoskeletal Architecture of Breast Cancer Cells Depend on …, 0
4
Synthetic training of machine learning algorithms for holographic cell imaging
B Bazow, T Phan, V Lam, CB Raub, G Nehmetallah
Computational Imaging VI 11731, 1173102, 2021
22021
Electrofabricated chitosan membrane arrays and their physicochemical properties in microfluidics
KL Ly, P Hu, LH Pham, V Lam, CB Raub, X Luo
Proceedings of the 25th International Conference on Miniaturized Systems for …, 2021
12021
Machine learning (ML) and quantitative phase imaging scoring of epithelial and mesenchymal features of cancer cells
VK Lam, T Nguyen, V Bui, BM Chung, LC Chang, G Nehmetallah, ...
Computational Optical Sensing and Imaging, JTh2A. 16, 2020
12020
Apparatus, Optical system, and Method for digital holographic and polarization microscopy
CB Raub, VK Lam, G Nehmetallah
US Patent App. 18/075,393, 2024
2024
Digital Holographic Microscopy to Assess Cell Behavior
B Bazow, VK Lam, T Phan, BM Chung, G Nehmetallah, CB Raub
Cell Viability Assays: Methods and Protocols, 247-266, 2023
2023
Multi-Classification of Cell Lines using DHM and Machine Learning
A Sun, V Lam, T Phan, LC Chang, G Nehmetallah, C Raub
Digital Holography and Three-Dimensional Imaging, W5A. 23, 2022
2022
Multi-class cell line classification using digital holographic microscopy and machine learning
A Sun, V Lam, T Phan, LC Chang, G Nehmetallah, C Raub
Big Data IV: Learning, Analytics, and Applications 12097, 222-233, 2022
2022
Classification of Cancer Cells Using Digital Holographic Microscopy and Machine Learning to Predict Disease-Relevant Behavior
VK Lam
The Catholic University of America, 2021
2021
Deep Learning (DL) Of Virtual Organelle Self-Coding For Fluorescence Microscopy
T Nguyen, V Bui, A Thai, V Lam, CB Raub, LC Chang, G Nehmetallah
Computational Optical Sensing and Imaging, JTh2A. 40, 2020
2020
The effects of cytokeratin knock-out on breast cancer cell phase features assessed with telecentric digital holographic microscopy (DHM) and machine learning
V Lam, G Nehmetallah, BM Chung, C Raub
3D Image Acquisition and Display: Technology, Perception and Applications …, 2018
2018
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Articles 1–20